PowerPriorVari/figureFunction.R at master · lxt3/PowerPriorVari · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100

figureFunction<-function(n.use, path.stem) {

# same for all characteristics
fname.reg.KS1<-paste(path.stem,"resultsKSWeibull1siden",n.use,".RData", sep="") # KS 1-sided
fname.reg.KS2<-paste(path.stem,"resultsKSWeibull2siden",n.use,".RData", sep="") # KS 2-sided
fname.reg.Ord1<-paste(path.stem,"resultsSOWeibull1siden",n.use,".RData", sep="")  # Stoch ord 1-sided
fname.reg.Ord2<-paste(path.stem,"resultsSOWeibull2siden",n.use,".RData", sep="")  # Stoch ord 2-sided


# load and assign to objects

# KS 1sided
load(fname.reg.KS1)
results.alpha.KS1side<-results.alpha.wb  # alpha0
results.prob.dropF.KS1side<-results.prob.dropF.wb  # type I error without dropping
results.prob.dropT.KS1side<-results.prob.dropT.wb  # type I error with dropping
results.biasF.KS1side<-results.biasF.wb   # bias results without dropping
results.biasT.KS1side<-results.biasT.wb   # bias results with dropping
results.SDF.KS1side<-results.SDF.wb   # SD results without dropping
results.SDT.KS1side<-results.SDT.wb   # SD results with dropping


# make room for KS2 (for good measure)
rm(results.prob.dropF.wb, results.prob.dropT.wb,results.alpha.wb, results.biasF.wb, results.biasT.wb,
   results.SDF.wb, results.SDT.wb)


# KS 2-sided
load(fname.reg.KS2)
results.alpha.KS2side<-results.alpha.wb
results.prob.dropF.KS2side<-results.prob.dropF.wb  # type I error without dropping
results.prob.dropT.KS2side<-results.prob.dropT.wb
results.biasF.KS2side<-results.biasF.wb   # bias results without dropping
results.biasT.KS2side<-results.biasT.wb   # bias results with dropping
results.SDF.KS2side<-results.SDF.wb   # SD results without dropping
results.SDT.KS2side<-results.SDT.wb   # SD results with dropping

rm(results.prob.dropF.wb, results.prob.dropT.wb,results.alpha.wb, results.biasF.wb, results.biasT.wb,
   results.SDF.wb, results.SDT.wb)


# SO 1-sided
load(fname.reg.Ord1)
results.alpha.SO1side<-results.alpha.wbord  # alpha0
results.prob.dropF.SO1side<-results.prob.dropF.wbord  # type I error without dropping
results.prob.dropT.SO1side<-results.prob.dropT.wbord
results.biasF.SO1side<-results.biasF.wbord   # bias without dropping
results.biasT.SO1side<-results.biasT.wbord
results.SDF.SO1side<-results.SDF.wbord   # SD without dropping
results.SDT.SO1side<-results.SDT.wbord

# make room for SO2
rm(results.alpha.wbord,results.prob.dropF.wbord,results.prob.dropT.wbord, results.biasF.wbord,
   results.biasT.wbord, results.SDF.wbord, results.SDT.wbord)


# SO 2-sided
load(fname.reg.Ord2)
results.alpha.SO2side<-results.alpha.wbord  # alpha0
results.prob.dropF.SO2side<-results.prob.dropF.wbord  # type I error without dropping
results.prob.dropT.SO2side<-results.prob.dropT.wbord
results.biasF.SO2side<-results.biasF.wbord   # bias without dropping
results.biasT.SO2side<-results.biasT.wbord
results.SDF.SO2side<-results.SDF.wbord   # SD without dropping
results.SDT.SO2side<-results.SDT.wbord


rm(results.alpha.wbord,results.prob.dropF.wbord,results.prob.dropT.wbord, results.biasF.wbord,
   results.biasT.wbord, results.SDF.wbord, results.SDT.wbord)


# gather the vectors for output
list(alpha=c(results.alpha.KS2side,
        results.alpha.KS1side,
        results.alpha.SO1side,
        results.alpha.SO2side),

     typeI=c(results.prob.dropF.KS2side[1:20], results.prob.dropT.KS2side[1:20],
     results.prob.dropF.KS1side[1:20], results.prob.dropT.KS1side[1:20],
     results.prob.dropF.SO1side[1:20],results.prob.dropT.SO1side[1:20],
     results.prob.dropF.SO2side[1:20], results.prob.dropT.SO2side[1:20]),

     bias=c(
       results.biasF.KS2side, results.biasT.KS2side,
       results.biasF.KS1side, results.biasT.KS1side,
       results.biasF.SO1side, results.biasT.SO1side,
       results.biasF.SO2side, results.biasT.SO2side
     ),

     sdF=c(
       results.SDF.KS2side[1:20],
       results.SDF.KS1side[1:20],
       results.SDF.SO1side[1:20],
       results.SDF.SO2side[1:20]
     )

     )

}